Triple

T2131826
Position Surface form Disambiguated ID Type / Status
Subject Sabha Airport E46556 entity
Predicate servesPopulationCenter P2106 FINISHED
Object Sabha metropolitan area
Sabha metropolitan area is the urban agglomeration centered on the city of Sabha in southwestern Libya, serving as a key regional hub for administration, trade, and transport in the Fezzan region.
E237912 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Sabha metropolitan area | Statement: [Sabha Airport, servesPopulationCenter, Sabha metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sabha metropolitan area
Context triple: [Sabha Airport, servesPopulationCenter, Sabha metropolitan area]
  • A. Bern metropolitan area
    The Bern metropolitan area is the urban region centered around Switzerland’s federal city of Bern, encompassing its surrounding suburbs and commuter towns as a key political and economic hub.
  • B. Wilson metropolitan area
    The Wilson metropolitan area is a small metropolitan region in eastern North Carolina centered on the city of Wilson and its surrounding communities.
  • C. Monroe metropolitan area
    The Monroe metropolitan area is a regional urban and economic hub in northeastern Louisiana centered on the city of Monroe and its surrounding communities.
  • D. City of Ontario
    The City of Ontario is a major suburban city in southwestern San Bernardino County, California, known for its international airport, logistics hubs, and role as an Inland Empire commercial center.
  • E. El Dorado micropolitan area
    The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Sabha metropolitan area
Triple: [Sabha Airport, servesPopulationCenter, Sabha metropolitan area]
Generated description
Sabha metropolitan area is the urban agglomeration centered on the city of Sabha in southwestern Libya, serving as a key regional hub for administration, trade, and transport in the Fezzan region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sabha metropolitan area
Target entity description: Sabha metropolitan area is the urban agglomeration centered on the city of Sabha in southwestern Libya, serving as a key regional hub for administration, trade, and transport in the Fezzan region.
  • A. Bern metropolitan area
    The Bern metropolitan area is the urban region centered around Switzerland’s federal city of Bern, encompassing its surrounding suburbs and commuter towns as a key political and economic hub.
  • B. Wilson metropolitan area
    The Wilson metropolitan area is a small metropolitan region in eastern North Carolina centered on the city of Wilson and its surrounding communities.
  • C. Monroe metropolitan area
    The Monroe metropolitan area is a regional urban and economic hub in northeastern Louisiana centered on the city of Monroe and its surrounding communities.
  • D. City of Ontario
    The City of Ontario is a major suburban city in southwestern San Bernardino County, California, known for its international airport, logistics hubs, and role as an Inland Empire commercial center.
  • E. El Dorado micropolitan area
    The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb7b13ac819094d43159fff984cf completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51a82a7c8190bc6737034d01f176 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae528634608190bf10e3abf5a2c2d9 completed March 9, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae536431bc8190b9f293d74046cb27 completed March 9, 2026, 4:58 a.m.
Created at: March 4, 2026, 7:44 p.m.